Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 47760 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.7 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 1 |
lat is highly correlated with TMQ and 9 other fields | High correlation |
TMQ is highly correlated with lat and 10 other fields | High correlation |
U850 is highly correlated with UBOT | High correlation |
V850 is highly correlated with VBOT | High correlation |
UBOT is highly correlated with U850 | High correlation |
VBOT is highly correlated with V850 | High correlation |
QREFHT is highly correlated with lat and 9 other fields | High correlation |
PS is highly correlated with lat and 10 other fields | High correlation |
PSL is highly correlated with lat and 10 other fields | High correlation |
T200 is highly correlated with PS and 4 other fields | High correlation |
T500 is highly correlated with lat and 10 other fields | High correlation |
PRECT is highly correlated with TMQ | High correlation |
TS is highly correlated with lat and 9 other fields | High correlation |
TREFHT is highly correlated with lat and 9 other fields | High correlation |
Z1000 is highly correlated with lat and 10 other fields | High correlation |
Z200 is highly correlated with lat and 10 other fields | High correlation |
ZBOT is highly correlated with lat and 9 other fields | High correlation |
lat is highly correlated with TMQ and 9 other fields | High correlation |
lon is highly correlated with T500 and 3 other fields | High correlation |
TMQ is highly correlated with lat and 9 other fields | High correlation |
U850 is highly correlated with UBOT | High correlation |
V850 is highly correlated with VBOT | High correlation |
UBOT is highly correlated with U850 | High correlation |
VBOT is highly correlated with V850 | High correlation |
QREFHT is highly correlated with lat and 9 other fields | High correlation |
PS is highly correlated with lat and 10 other fields | High correlation |
PSL is highly correlated with lat and 10 other fields | High correlation |
T200 is highly correlated with PS and 2 other fields | High correlation |
T500 is highly correlated with lat and 10 other fields | High correlation |
TS is highly correlated with lat and 10 other fields | High correlation |
TREFHT is highly correlated with lat and 10 other fields | High correlation |
Z1000 is highly correlated with lat and 10 other fields | High correlation |
Z200 is highly correlated with lat and 10 other fields | High correlation |
ZBOT is highly correlated with lat and 9 other fields | High correlation |
lat is highly correlated with QREFHT and 4 other fields | High correlation |
TMQ is highly correlated with QREFHT and 7 other fields | High correlation |
U850 is highly correlated with UBOT | High correlation |
V850 is highly correlated with VBOT | High correlation |
UBOT is highly correlated with U850 | High correlation |
VBOT is highly correlated with V850 | High correlation |
QREFHT is highly correlated with lat and 8 other fields | High correlation |
PS is highly correlated with TMQ and 4 other fields | High correlation |
PSL is highly correlated with TMQ and 4 other fields | High correlation |
T500 is highly correlated with QREFHT and 7 other fields | High correlation |
TS is highly correlated with lat and 6 other fields | High correlation |
TREFHT is highly correlated with lat and 6 other fields | High correlation |
Z1000 is highly correlated with TMQ and 3 other fields | High correlation |
Z200 is highly correlated with lat and 6 other fields | High correlation |
ZBOT is highly correlated with lat and 6 other fields | High correlation |
lat is highly correlated with lon and 11 other fields | High correlation |
lon is highly correlated with lat and 10 other fields | High correlation |
TMQ is highly correlated with lat and 16 other fields | High correlation |
U850 is highly correlated with TMQ and 8 other fields | High correlation |
V850 is highly correlated with TMQ and 8 other fields | High correlation |
UBOT is highly correlated with TMQ and 8 other fields | High correlation |
VBOT is highly correlated with TMQ and 5 other fields | High correlation |
QREFHT is highly correlated with lat and 11 other fields | High correlation |
PS is highly correlated with lat and 15 other fields | High correlation |
PSL is highly correlated with lat and 15 other fields | High correlation |
T200 is highly correlated with lat and 14 other fields | High correlation |
T500 is highly correlated with lat and 15 other fields | High correlation |
PRECT is highly correlated with TMQ and 5 other fields | High correlation |
TS is highly correlated with lat and 11 other fields | High correlation |
TREFHT is highly correlated with lat and 11 other fields | High correlation |
Z1000 is highly correlated with lat and 11 other fields | High correlation |
Z200 is highly correlated with lat and 9 other fields | High correlation |
ZBOT is highly correlated with lat and 11 other fields | High correlation |
LABELS is highly correlated with PS and 1 other fields | High correlation |
PRECT is highly skewed (γ1 = 35.72065413) | Skewed |
S.No is uniformly distributed | Uniform |
S.No has unique values | Unique |
PRECT has 1192 (2.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-19 20:02:09.220780 |
|---|---|
| Analysis finished | 2021-10-19 20:02:47.755661 |
| Duration | 38.53 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 47760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23879.5 |
| Minimum | 0 |
|---|---|
| Maximum | 47759 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2387.95 |
| Q1 | 11939.75 |
| median | 23879.5 |
| Q3 | 35819.25 |
| 95-th percentile | 45371.05 |
| Maximum | 47759 |
| Range | 47759 |
| Interquartile range (IQR) | 23879.5 |
Descriptive statistics
| Standard deviation | 13787.26877 |
|---|---|
| Coefficient of variation (CV) | 0.5773684024 |
| Kurtosis | -1.2 |
| Mean | 23879.5 |
| Median Absolute Deviation (MAD) | 11940 |
| Skewness | 0 |
| Sum | 1140484920 |
| Variance | 190088780 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 31843 | 1 | < 0.1% |
| 31834 | 1 | < 0.1% |
| 31835 | 1 | < 0.1% |
| 31836 | 1 | < 0.1% |
| 31837 | 1 | < 0.1% |
| 31838 | 1 | < 0.1% |
| 31839 | 1 | < 0.1% |
| 31840 | 1 | < 0.1% |
| 31841 | 1 | < 0.1% |
| Other values (47750) | 47750 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 47759 | 1 | |
| 47758 | 1 | |
| 47757 | 1 | |
| 47756 | 1 | |
| 47755 | 1 | |
| 47754 | 1 | |
| 47753 | 1 | |
| 47752 | 1 | |
| 47751 | 1 | |
| 47750 | 1 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.933507171 |
| Minimum | -31.09517601 |
|---|---|
| Maximum | 24.0547588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23880 |
| Negative (%) | 50.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | -31.09517601 |
|---|---|
| 5-th percentile | -30.86049544 |
| Q1 | -24.58279009 |
| median | -3.87222947 |
| Q3 | 21.76662321 |
| 95-th percentile | 23.82007823 |
| Maximum | 24.0547588 |
| Range | 55.14993481 |
| Interquartile range (IQR) | 46.3494133 |
Descriptive statistics
| Standard deviation | 22.90675491 |
|---|---|
| Coefficient of variation (CV) | -7.80865823 |
| Kurtosis | -1.867271225 |
| Mean | -2.933507171 |
| Median Absolute Deviation (MAD) | 23.23337679 |
| Skewness | 0.009793084199 |
| Sum | -140104.3025 |
| Variance | 524.7194207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -24.75880052 | 1990 | 4.2% |
| 23.82007823 | 1990 | 4.2% |
| -30.62581486 | 1990 | 4.2% |
| 12.79009126 | 1990 | 4.2% |
| -31.09517601 | 1990 | 4.2% |
| 13.25945241 | 1990 | 4.2% |
| 21.94263364 | 1990 | 4.2% |
| 13.02477184 | 1990 | 4.2% |
| -30.39113429 | 1990 | 4.2% |
| -21.00391134 | 1990 | 4.2% |
| Other values (14) | 27860 |
| Value | Count | Frequency (%) |
| -31.09517601 | 1990 | |
| -30.86049544 | 1990 | |
| -30.62581486 | 1990 | |
| -30.39113429 | 1990 | |
| -24.9934811 | 1990 | |
| -24.75880052 | 1990 | |
| -24.52411995 | 1990 | |
| -24.28943937 | 1990 | |
| -21.23859192 | 1990 | |
| -21.00391134 | 1990 |
| Value | Count | Frequency (%) |
| 24.0547588 | 1990 | |
| 23.82007823 | 1990 | |
| 23.58539765 | 1990 | |
| 23.35071708 | 1990 | |
| 22.17731421 | 1990 | |
| 21.94263364 | 1990 | |
| 21.70795306 | 1990 | |
| 21.47327249 | 1990 | |
| 13.49413299 | 1990 | |
| 13.25945241 | 1990 |
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.2708333 |
| Minimum | 229.0625 |
|---|---|
| Maximum | 354.375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 229.0625 |
|---|---|
| 5-th percentile | 229.375 |
| Q1 | 241.875 |
| median | 253.125 |
| Q3 | 277.1875 |
| 95-th percentile | 354.0625 |
| Maximum | 354.375 |
| Range | 125.3125 |
| Interquartile range (IQR) | 35.3125 |
Descriptive statistics
| Standard deviation | 41.04659064 |
|---|---|
| Coefficient of variation (CV) | 0.1524360813 |
| Kurtosis | 0.1842010681 |
| Mean | 269.2708333 |
| Median Absolute Deviation (MAD) | 22.8125 |
| Skewness | 1.226823569 |
| Sum | 12860375 |
| Variance | 1684.822603 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 242.1875 | 1592 | 3.3% |
| 241.875 | 1592 | 3.3% |
| 252.5 | 1592 | 3.3% |
| 353.4375 | 1592 | 3.3% |
| 253.75 | 1592 | 3.3% |
| 353.125 | 1592 | 3.3% |
| 353.75 | 1592 | 3.3% |
| 230 | 1592 | 3.3% |
| 253.4375 | 1592 | 3.3% |
| 354.375 | 1592 | 3.3% |
| Other values (25) | 31840 |
| Value | Count | Frequency (%) |
| 229.0625 | 1592 | |
| 229.375 | 1592 | |
| 229.6875 | 1592 | |
| 230 | 1592 | |
| 230.3125 | 1592 | |
| 241.25 | 1592 | |
| 241.5625 | 1592 | |
| 241.875 | 1592 | |
| 242.1875 | 1592 | |
| 242.5 | 1592 |
| Value | Count | Frequency (%) |
| 354.375 | 1592 | |
| 354.0625 | 1592 | |
| 353.75 | 1592 | |
| 353.4375 | 1592 | |
| 353.125 | 1592 | |
| 277.8125 | 1592 | |
| 277.5 | 1592 | |
| 277.1875 | 1592 | |
| 276.875 | 1592 | |
| 276.5625 | 1592 |
| Distinct | 22540 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.83567924 |
| Minimum | 6.960678577 |
|---|---|
| Maximum | 80.64135742 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 6.960678577 |
|---|---|
| 5-th percentile | 14.71919823 |
| Q1 | 24.03308296 |
| median | 34.89657402 |
| Q3 | 44.72710133 |
| 95-th percentile | 55.55688438 |
| Maximum | 80.64135742 |
| Range | 73.68067884 |
| Interquartile range (IQR) | 20.69401837 |
Descriptive statistics
| Standard deviation | 12.86955225 |
|---|---|
| Coefficient of variation (CV) | 0.3694359499 |
| Kurtosis | -0.8921152468 |
| Mean | 34.83567924 |
| Median Absolute Deviation (MAD) | 10.33487129 |
| Skewness | 0.05657486896 |
| Sum | 1663752.04 |
| Variance | 165.6253752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45.16341782 | 12 | < 0.1% |
| 23.46677971 | 12 | < 0.1% |
| 23.70138359 | 12 | < 0.1% |
| 50.54800797 | 12 | < 0.1% |
| 44.51517105 | 12 | < 0.1% |
| 44.90302277 | 12 | < 0.1% |
| 44.22598267 | 12 | < 0.1% |
| 46.50523758 | 12 | < 0.1% |
| 22.62989807 | 12 | < 0.1% |
| 43.88959885 | 12 | < 0.1% |
| Other values (22530) | 47640 |
| Value | Count | Frequency (%) |
| 6.960678577 | 4 | |
| 6.973753452 | 4 | |
| 7.009792328 | 4 | |
| 7.015758514 | 4 | |
| 7.019114017 | 4 | |
| 7.071960449 | 4 | |
| 7.161454201 | 4 | |
| 7.175955772 | 4 | |
| 7.21576786 | 4 | |
| 7.360440254 | 4 |
| Value | Count | Frequency (%) |
| 80.64135742 | 2 | |
| 78.90943146 | 2 | |
| 76.89120483 | 2 | |
| 76.7713623 | 2 | |
| 75.31583405 | 2 | |
| 74.26850128 | 2 | |
| 73.32196808 | 1 | |
| 71.49910736 | 2 | |
| 70.70014191 | 2 | |
| 70.60601044 | 2 |
| Distinct | 22555 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6202928004 |
| Minimum | -58.80522919 |
|---|---|
| Maximum | 32.27734375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28167 |
| Negative (%) | 59.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | -58.80522919 |
|---|---|
| 5-th percentile | -9.926419973 |
| Q1 | -5.507041931 |
| median | -1.671802103 |
| Q3 | 3.621787548 |
| 95-th percentile | 11.34012828 |
| Maximum | 32.27734375 |
| Range | 91.08257294 |
| Interquartile range (IQR) | 9.128829479 |
Descriptive statistics
| Standard deviation | 6.84730737 |
|---|---|
| Coefficient of variation (CV) | -11.03883096 |
| Kurtosis | 1.322524691 |
| Mean | -0.6202928004 |
| Median Absolute Deviation (MAD) | 4.398510873 |
| Skewness | 0.59574113 |
| Sum | -29625.18415 |
| Variance | 46.88561822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9.280497551 | 12 | < 0.1% |
| 8.195532799 | 12 | < 0.1% |
| -0.917889893 | 12 | < 0.1% |
| -7.908401966 | 12 | < 0.1% |
| -2.535194635 | 12 | < 0.1% |
| 0.451154441 | 12 | < 0.1% |
| -9.16652298 | 12 | < 0.1% |
| 7.830044746 | 12 | < 0.1% |
| 7.720739365 | 12 | < 0.1% |
| 7.457631588 | 12 | < 0.1% |
| Other values (22545) | 47640 |
| Value | Count | Frequency (%) |
| -58.80522919 | 2 | |
| -45.99634171 | 2 | |
| -42.34029007 | 2 | |
| -37.6847229 | 2 | |
| -33.22814178 | 2 | |
| -30.95122528 | 2 | |
| -28.03955841 | 2 | |
| -26.9958477 | 2 | |
| -25.97371864 | 2 | |
| -25.642519 | 2 |
| Value | Count | Frequency (%) |
| 32.27734375 | 4 | |
| 32.06555557 | 4 | |
| 32.0438385 | 4 | |
| 32.02590179 | 4 | |
| 31.954216 | 4 | |
| 31.62656021 | 4 | |
| 31.5772934 | 4 | |
| 31.56531143 | 4 | |
| 31.33678246 | 4 | |
| 31.26062393 | 4 |
| Distinct | 22558 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01040468742 |
| Minimum | -26.21690559 |
|---|---|
| Maximum | 58.06024551 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22959 |
| Negative (%) | 48.1% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | -26.21690559 |
|---|---|
| 5-th percentile | -6.863656521 |
| Q1 | -2.30753541 |
| median | 0.1571722325 |
| Q3 | 2.34177947 |
| 95-th percentile | 6.42058959 |
| Maximum | 58.06024551 |
| Range | 84.2771511 |
| Interquartile range (IQR) | 4.64931488 |
Descriptive statistics
| Standard deviation | 4.332385262 |
|---|---|
| Coefficient of variation (CV) | 416.3878344 |
| Kurtosis | 8.253969421 |
| Mean | 0.01040468742 |
| Median Absolute Deviation (MAD) | 2.305080623 |
| Skewness | 0.4901940357 |
| Sum | 496.9278711 |
| Variance | 18.76956206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.456496745 | 13 | < 0.1% |
| 2.085988522 | 12 | < 0.1% |
| -6.525769711 | 12 | < 0.1% |
| -1.71894753 | 12 | < 0.1% |
| 2.214706659 | 12 | < 0.1% |
| 1.745208144 | 12 | < 0.1% |
| 2.265308142 | 12 | < 0.1% |
| -1.542656302 | 12 | < 0.1% |
| -5.248517513 | 12 | < 0.1% |
| -0.297968119 | 12 | < 0.1% |
| Other values (22548) | 47639 |
| Value | Count | Frequency (%) |
| -26.21690559 | 1 | < 0.1% |
| -24.26033974 | 1 | < 0.1% |
| -22.85619736 | 9 | |
| -22.36026001 | 1 | < 0.1% |
| -20.97599792 | 2 | < 0.1% |
| -20.78406525 | 2 | < 0.1% |
| -20.66868591 | 2 | < 0.1% |
| -20.51058388 | 1 | < 0.1% |
| -20.44924927 | 2 | < 0.1% |
| -20.34444618 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.06024551 | 2 | |
| 57.195755 | 2 | |
| 51.69105148 | 2 | |
| 44.48106384 | 2 | |
| 42.69163132 | 2 | |
| 42.14294815 | 2 | |
| 40.45674896 | 1 | |
| 40.01206207 | 1 | |
| 37.89501572 | 1 | |
| 37.80208969 | 2 |
| Distinct | 22556 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.152124212 |
| Minimum | -58.26047516 |
|---|---|
| Maximum | 30.21538734 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 31669 |
| Negative (%) | 66.3% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | -58.26047516 |
|---|---|
| 5-th percentile | -10.7093401 |
| Q1 | -6.589128137 |
| median | -2.687852859 |
| Q3 | 1.720814586 |
| 95-th percentile | 8.074259758 |
| Maximum | 30.21538734 |
| Range | 88.4758625 |
| Interquartile range (IQR) | 8.309942723 |
Descriptive statistics
| Standard deviation | 6.043284278 |
|---|---|
| Coefficient of variation (CV) | -2.808055522 |
| Kurtosis | 1.418276311 |
| Mean | -2.152124212 |
| Median Absolute Deviation (MAD) | 4.123464227 |
| Skewness | 0.3741793121 |
| Sum | -102785.4524 |
| Variance | 36.52128487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.726451159 | 12 | < 0.1% |
| -5.370120049 | 12 | < 0.1% |
| -0.486558914 | 12 | < 0.1% |
| -5.17499733 | 12 | < 0.1% |
| -7.600086689 | 12 | < 0.1% |
| -9.850200653 | 12 | < 0.1% |
| -0.60995245 | 12 | < 0.1% |
| -1.165642381 | 12 | < 0.1% |
| 2.037758589 | 12 | < 0.1% |
| -4.78158474 | 12 | < 0.1% |
| Other values (22546) | 47640 |
| Value | Count | Frequency (%) |
| -58.26047516 | 2 | |
| -56.40023422 | 2 | |
| -48.99306488 | 2 | |
| -46.38716888 | 2 | |
| -41.74756241 | 2 | |
| -38.99067688 | 2 | |
| -34.88019562 | 2 | |
| -32.66278458 | 2 | |
| -29.44194031 | 2 | |
| -26.65083885 | 2 |
| Value | Count | Frequency (%) |
| 30.21538734 | 9 | |
| 30.04102516 | 9 | |
| 27.40974808 | 1 | < 0.1% |
| 25.67883301 | 9 | |
| 25.67632103 | 1 | < 0.1% |
| 25.64754105 | 1 | < 0.1% |
| 24.88194084 | 9 | |
| 24.55457306 | 9 | |
| 24.04019356 | 1 | < 0.1% |
| 23.1534214 | 1 | < 0.1% |
| Distinct | 22555 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.7594554537 |
| Minimum | -20.76045227 |
|---|---|
| Maximum | 31.10628319 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 27477 |
| Negative (%) | 57.5% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | -20.76045227 |
|---|---|
| 5-th percentile | -7.972915173 |
| Q1 | -3.800055504 |
| median | -0.774992228 |
| Q3 | 2.072185516 |
| 95-th percentile | 7.348595953 |
| Maximum | 31.10628319 |
| Range | 51.86673546 |
| Interquartile range (IQR) | 5.87224102 |
Descriptive statistics
| Standard deviation | 4.761139356 |
|---|---|
| Coefficient of variation (CV) | -6.269148945 |
| Kurtosis | 1.070025514 |
| Mean | -0.7594554537 |
| Median Absolute Deviation (MAD) | 2.938357115 |
| Skewness | 0.09944131666 |
| Sum | -36271.59247 |
| Variance | 22.66844797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.553804398 | 12 | < 0.1% |
| 2.589816093 | 12 | < 0.1% |
| -0.18975468 | 12 | < 0.1% |
| -4.122119904 | 12 | < 0.1% |
| -0.082445368 | 12 | < 0.1% |
| 2.785309315 | 12 | < 0.1% |
| 2.211368322 | 12 | < 0.1% |
| 0.194291189 | 12 | < 0.1% |
| 2.486827135 | 12 | < 0.1% |
| 2.021558762 | 12 | < 0.1% |
| Other values (22545) | 47640 |
| Value | Count | Frequency (%) |
| -20.76045227 | 4 | |
| -20.58807373 | 4 | |
| -20.51773643 | 4 | |
| -20.41306877 | 4 | |
| -20.2153759 | 4 | |
| -20.21519661 | 4 | |
| -19.80875969 | 4 | |
| -19.80499268 | 4 | |
| -19.702631 | 4 | |
| -19.37810326 | 4 |
| Value | Count | Frequency (%) |
| 31.10628319 | 1 | |
| 29.7222805 | 1 | |
| 29.0979805 | 1 | |
| 28.45331192 | 1 | |
| 27.73805618 | 1 | |
| 26.73799324 | 1 | |
| 26.48474312 | 2 | |
| 25.95328522 | 2 | |
| 25.84733963 | 1 | |
| 24.38835526 | 2 |
| Distinct | 22533 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01437782205 |
| Minimum | 0.004363584 |
|---|---|
| Maximum | 0.022366185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 0.004363584 |
|---|---|
| 5-th percentile | 0.007883972 |
| Q1 | 0.011245365 |
| median | 0.0145663525 |
| Q3 | 0.017986557 |
| 95-th percentile | 0.02004644135 |
| Maximum | 0.022366185 |
| Range | 0.018002601 |
| Interquartile range (IQR) | 0.006741192 |
Descriptive statistics
| Standard deviation | 0.003969208683 |
|---|---|
| Coefficient of variation (CV) | 0.2760646689 |
| Kurtosis | -1.019449112 |
| Mean | 0.01437782205 |
| Median Absolute Deviation (MAD) | 0.0033695055 |
| Skewness | -0.1902334219 |
| Sum | 686.684781 |
| Variance | 1.575461757 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.019104062 | 12 | < 0.1% |
| 0.013717509 | 12 | < 0.1% |
| 0.018046176 | 12 | < 0.1% |
| 0.018360952 | 12 | < 0.1% |
| 0.011224753 | 12 | < 0.1% |
| 0.014096514 | 12 | < 0.1% |
| 0.013520113 | 12 | < 0.1% |
| 0.014602984 | 12 | < 0.1% |
| 0.008909746 | 12 | < 0.1% |
| 0.018016929 | 12 | < 0.1% |
| Other values (22523) | 47640 |
| Value | Count | Frequency (%) |
| 0.004363584 | 1 | |
| 0.004400007 | 1 | |
| 0.004443104 | 1 | |
| 0.004458612 | 1 | |
| 0.004534469 | 1 | |
| 0.004581923 | 1 | |
| 0.00462595 | 1 | |
| 0.004718688 | 1 | |
| 0.004806787 | 1 | |
| 0.00483118 | 1 |
| Value | Count | Frequency (%) |
| 0.022366185 | 2 | |
| 0.022328498 | 2 | |
| 0.022321193 | 2 | |
| 0.022290939 | 2 | |
| 0.022287719 | 2 | |
| 0.022284305 | 2 | |
| 0.022272408 | 2 | |
| 0.022262665 | 2 | |
| 0.022248572 | 2 | |
| 0.022245212 | 2 |
| Distinct | 21520 |
|---|---|
| Distinct (%) | 45.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101554.0515 |
| Minimum | 96611.60156 |
|---|---|
| Maximum | 103996.9531 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 96611.60156 |
|---|---|
| 5-th percentile | 100794.7621 |
| Q1 | 101152.1172 |
| median | 101527.957 |
| Q3 | 101887.4766 |
| 95-th percentile | 102478.6477 |
| Maximum | 103996.9531 |
| Range | 7385.35154 |
| Interquartile range (IQR) | 735.3594 |
Descriptive statistics
| Standard deviation | 545.8635555 |
|---|---|
| Coefficient of variation (CV) | 0.005375103674 |
| Kurtosis | 1.612882194 |
| Mean | 101554.0515 |
| Median Absolute Deviation (MAD) | 369.52345 |
| Skewness | 0.2623202251 |
| Sum | 4850221501 |
| Variance | 297967.0212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101065 | 18 | < 0.1% |
| 101044.8203 | 17 | < 0.1% |
| 101403.7578 | 17 | < 0.1% |
| 100825.4766 | 14 | < 0.1% |
| 101949.8672 | 13 | < 0.1% |
| 100846.2422 | 13 | < 0.1% |
| 100987.7969 | 13 | < 0.1% |
| 101149.8047 | 13 | < 0.1% |
| 100831.7734 | 12 | < 0.1% |
| 101934.6641 | 12 | < 0.1% |
| Other values (21510) | 47618 |
| Value | Count | Frequency (%) |
| 96611.60156 | 2 | < 0.1% |
| 97497.79688 | 2 | < 0.1% |
| 97758.07031 | 2 | < 0.1% |
| 98168.55469 | 2 | < 0.1% |
| 98599.67969 | 2 | < 0.1% |
| 98739.55469 | 9 | |
| 98841.5625 | 2 | < 0.1% |
| 99125.14063 | 1 | < 0.1% |
| 99149.02344 | 1 | < 0.1% |
| 99275.85156 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 103996.9531 | 6 | |
| 103994.4844 | 6 | |
| 103990.8359 | 6 | |
| 103985.9766 | 6 | |
| 103979.4063 | 6 | |
| 103965.2813 | 6 | |
| 103962.8672 | 6 | |
| 103958.4609 | 6 | |
| 103956.3516 | 6 | |
| 103952.6719 | 6 |
| Distinct | 21537 |
|---|---|
| Distinct (%) | 45.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101556.3416 |
| Minimum | 96611.60156 |
|---|---|
| Maximum | 103996.9531 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 96611.60156 |
|---|---|
| 5-th percentile | 100797.5078 |
| Q1 | 101157.6328 |
| median | 101531.25 |
| Q3 | 101888.9336 |
| 95-th percentile | 102478.6477 |
| Maximum | 103996.9531 |
| Range | 7385.35154 |
| Interquartile range (IQR) | 731.3008 |
Descriptive statistics
| Standard deviation | 544.8552807 |
|---|---|
| Coefficient of variation (CV) | 0.005365054234 |
| Kurtosis | 1.629806163 |
| Mean | 101556.3416 |
| Median Absolute Deviation (MAD) | 369.8242 |
| Skewness | 0.2584526289 |
| Sum | 4850330877 |
| Variance | 296867.2769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101065 | 18 | < 0.1% |
| 101044.8203 | 17 | < 0.1% |
| 101778.0313 | 15 | < 0.1% |
| 101838.8828 | 15 | < 0.1% |
| 101159.5859 | 14 | < 0.1% |
| 101465.0938 | 14 | < 0.1% |
| 101949.8672 | 13 | < 0.1% |
| 101390.4922 | 13 | < 0.1% |
| 101170.1484 | 12 | < 0.1% |
| 100844.1094 | 12 | < 0.1% |
| Other values (21527) | 47617 |
| Value | Count | Frequency (%) |
| 96611.60156 | 2 | < 0.1% |
| 97498.90625 | 2 | < 0.1% |
| 97758.10938 | 2 | < 0.1% |
| 98175.4375 | 2 | < 0.1% |
| 98599.75 | 2 | < 0.1% |
| 98739.55469 | 9 | |
| 98852.13281 | 2 | < 0.1% |
| 99125.14063 | 1 | < 0.1% |
| 99149.02344 | 1 | < 0.1% |
| 99275.89063 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 103996.9531 | 6 | |
| 103994.4844 | 6 | |
| 103990.8359 | 6 | |
| 103985.9766 | 6 | |
| 103979.4063 | 6 | |
| 103965.2813 | 6 | |
| 103962.8672 | 6 | |
| 103958.4609 | 6 | |
| 103956.3516 | 6 | |
| 103952.6719 | 6 |
| Distinct | 22068 |
|---|---|
| Distinct (%) | 46.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 216.8944601 |
| Minimum | 208.8242493 |
|---|---|
| Maximum | 229.1728973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 208.8242493 |
|---|---|
| 5-th percentile | 212.7711357 |
| Q1 | 215.504303 |
| median | 217.1624374 |
| Q3 | 218.430748 |
| 95-th percentile | 220.1703949 |
| Maximum | 229.1728973 |
| Range | 20.348648 |
| Interquartile range (IQR) | 2.926445 |
Descriptive statistics
| Standard deviation | 2.307293768 |
|---|---|
| Coefficient of variation (CV) | 0.010637864 |
| Kurtosis | 0.7776898554 |
| Mean | 216.8944601 |
| Median Absolute Deviation (MAD) | 1.44298555 |
| Skewness | -0.3448448429 |
| Sum | 10358879.41 |
| Variance | 5.323604531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217.6087341 | 13 | < 0.1% |
| 218.1258392 | 13 | < 0.1% |
| 217.447876 | 12 | < 0.1% |
| 215.5850525 | 12 | < 0.1% |
| 215.6078186 | 12 | < 0.1% |
| 217.812088 | 12 | < 0.1% |
| 215.5875092 | 12 | < 0.1% |
| 217.258606 | 12 | < 0.1% |
| 217.5505676 | 12 | < 0.1% |
| 215.6109161 | 12 | < 0.1% |
| Other values (22058) | 47638 |
| Value | Count | Frequency (%) |
| 208.8242493 | 2 | |
| 208.8341064 | 2 | |
| 208.8353119 | 2 | |
| 208.8521729 | 2 | |
| 208.8550415 | 2 | |
| 208.8567505 | 2 | |
| 208.875 | 2 | |
| 208.8847961 | 2 | |
| 208.896286 | 2 | |
| 208.939682 | 2 |
| Value | Count | Frequency (%) |
| 229.1728973 | 2 | |
| 227.1192322 | 2 | |
| 226.7600098 | 4 | |
| 226.6965637 | 4 | |
| 226.6926575 | 4 | |
| 226.5615997 | 4 | |
| 226.4952545 | 4 | |
| 226.4835968 | 4 | |
| 226.4771881 | 4 | |
| 226.3684235 | 4 |
| Distinct | 21789 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 264.3758061 |
| Minimum | 249.1460114 |
|---|---|
| Maximum | 273.5808105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 249.1460114 |
|---|---|
| 5-th percentile | 256.6629532 |
| Q1 | 262.9100647 |
| median | 265.2451172 |
| Q3 | 266.8773498 |
| 95-th percentile | 268.2765503 |
| Maximum | 273.5808105 |
| Range | 24.4347991 |
| Interquartile range (IQR) | 3.967285125 |
Descriptive statistics
| Standard deviation | 3.507889067 |
|---|---|
| Coefficient of variation (CV) | 0.01326857067 |
| Kurtosis | 1.444957738 |
| Mean | 264.3758061 |
| Median Absolute Deviation (MAD) | 1.8566894 |
| Skewness | -1.269383537 |
| Sum | 12626588.5 |
| Variance | 12.30528571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 267.261322 | 18 | < 0.1% |
| 262.5036011 | 14 | < 0.1% |
| 267.2008057 | 14 | < 0.1% |
| 267.1711121 | 14 | < 0.1% |
| 265.8009644 | 14 | < 0.1% |
| 267.1480713 | 14 | < 0.1% |
| 267.418396 | 13 | < 0.1% |
| 263.3089294 | 13 | < 0.1% |
| 265.569458 | 13 | < 0.1% |
| 265.696228 | 13 | < 0.1% |
| Other values (21779) | 47620 |
| Value | Count | Frequency (%) |
| 249.1460114 | 1 | |
| 249.375 | 1 | |
| 249.5921021 | 1 | |
| 249.6369629 | 1 | |
| 249.800705 | 1 | |
| 249.8361816 | 1 | |
| 249.8996429 | 2 | |
| 249.9015656 | 2 | |
| 249.9057465 | 2 | |
| 249.9236908 | 2 |
| Value | Count | Frequency (%) |
| 273.5808105 | 2 | < 0.1% |
| 273.0455627 | 2 | < 0.1% |
| 272.2410583 | 1 | < 0.1% |
| 272.1522827 | 2 | < 0.1% |
| 272.1473694 | 1 | < 0.1% |
| 272.1095886 | 9 | |
| 271.9798889 | 2 | < 0.1% |
| 271.9414978 | 2 | < 0.1% |
| 271.8872681 | 2 | < 0.1% |
| 271.4199524 | 2 | < 0.1% |
| Distinct | 6506 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.629729643 × 10-8 |
| Minimum | -4.4 × 10-23 |
|---|---|
| Maximum | 1.44 × 10-5 |
| Zeros | 1192 |
| Zeros (%) | 2.5% |
| Negative | 53 |
| Negative (%) | 0.1% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | -4.4 × 10-23 |
|---|---|
| 5-th percentile | 7.21 × 10-18 |
| Q1 | 1.61 × 10-14 |
| median | 5.28 × 10-9 |
| Q3 | 3.12 × 10-8 |
| 95-th percentile | 2.01 × 10-7 |
| Maximum | 1.44 × 10-5 |
| Range | 1.44 × 10-5 |
| Interquartile range (IQR) | 3.11999839 × 10-8 |
Descriptive statistics
| Standard deviation | 2.385749753 × 10-7 |
|---|---|
| Coefficient of variation (CV) | 5.153108145 |
| Kurtosis | 1758.33619 |
| Mean | 4.629729643 × 10-8 |
| Median Absolute Deviation (MAD) | 5.279999618 × 10-9 |
| Skewness | 35.72065413 |
| Sum | 0.002211158878 |
| Variance | 5.691801886 × 10-14 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1192 | 2.5% |
| 1.3 × 10-8 | 85 | 0.2% |
| 1.16 × 10-8 | 82 | 0.2% |
| 1.13 × 10-8 | 82 | 0.2% |
| 1.1 × 10-8 | 80 | 0.2% |
| 1.43 × 10-8 | 76 | 0.2% |
| 1.06 × 10-8 | 76 | 0.2% |
| 1.2 × 10-8 | 76 | 0.2% |
| 1.02 × 10-7 | 76 | 0.2% |
| 1.4 × 10-8 | 76 | 0.2% |
| Other values (6496) | 45859 |
| Value | Count | Frequency (%) |
| -4.4 × 10-23 | 1 | < 0.1% |
| -3.94 × 10-23 | 2 | |
| -3.5 × 10-23 | 2 | |
| -1.51 × 10-23 | 2 | |
| -1.4 × 10-23 | 1 | < 0.1% |
| -1.38 × 10-23 | 4 | |
| -7.22 × 10-24 | 1 | < 0.1% |
| -4.92 × 10-24 | 3 | |
| -2.89 × 10-24 | 1 | < 0.1% |
| -2.53 × 10-24 | 4 |
| Value | Count | Frequency (%) |
| 1.44 × 10-5 | 2 | |
| 1.41 × 10-5 | 1 | |
| 1.39 × 10-5 | 2 | |
| 1.13 × 10-5 | 1 | |
| 9.91 × 10-6 | 1 | |
| 9.89 × 10-6 | 2 | |
| 9.27 × 10-6 | 2 | |
| 7.16 × 10-6 | 2 | |
| 6.75 × 10-6 | 1 | |
| 6.51 × 10-6 | 2 |
| Distinct | 9827 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 298.3094671 |
| Minimum | 289.3307495 |
|---|---|
| Maximum | 303.869812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 289.3307495 |
|---|---|
| 5-th percentile | 290.756073 |
| Q1 | 295.8606873 |
| median | 298.6851807 |
| Q3 | 301.7601013 |
| 95-th percentile | 302.973053 |
| Maximum | 303.869812 |
| Range | 14.5390625 |
| Interquartile range (IQR) | 5.899414 |
Descriptive statistics
| Standard deviation | 3.794154724 |
|---|---|
| Coefficient of variation (CV) | 0.01271885455 |
| Kurtosis | -0.6509486825 |
| Mean | 298.3094671 |
| Median Absolute Deviation (MAD) | 2.9872131 |
| Skewness | -0.5920260096 |
| Sum | 14247260.15 |
| Variance | 14.39561007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 302.7839355 | 108 | 0.2% |
| 302.0999756 | 81 | 0.2% |
| 300.9345703 | 81 | 0.2% |
| 299.0677795 | 81 | 0.2% |
| 290.756073 | 72 | 0.2% |
| 295.8194885 | 72 | 0.2% |
| 295.6659546 | 72 | 0.2% |
| 302.6600342 | 57 | 0.1% |
| 297.8743896 | 54 | 0.1% |
| 297.9991455 | 54 | 0.1% |
| Other values (9817) | 47028 |
| Value | Count | Frequency (%) |
| 289.3307495 | 3 | < 0.1% |
| 289.3356934 | 6 | |
| 289.3501587 | 2 | < 0.1% |
| 289.3548584 | 4 | |
| 289.3981934 | 3 | < 0.1% |
| 289.401947 | 4 | |
| 289.4059143 | 8 | |
| 289.4124756 | 2 | < 0.1% |
| 289.4224548 | 1 | < 0.1% |
| 289.4224854 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 303.869812 | 12 | < 0.1% |
| 303.8143005 | 4 | < 0.1% |
| 303.8141479 | 6 | < 0.1% |
| 303.809906 | 18 | |
| 303.808136 | 4 | < 0.1% |
| 303.7888184 | 6 | < 0.1% |
| 303.7864685 | 6 | < 0.1% |
| 303.7858582 | 2 | < 0.1% |
| 303.7601318 | 2 | < 0.1% |
| 303.7384949 | 36 |
| Distinct | 21892 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 296.8927182 |
| Minimum | 285.4266663 |
|---|---|
| Maximum | 304.3641968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 285.4266663 |
|---|---|
| 5-th percentile | 289.3610687 |
| Q1 | 294.2211532 |
| median | 297.3013306 |
| Q3 | 300.47406 |
| 95-th percentile | 301.9136719 |
| Maximum | 304.3641968 |
| Range | 18.9375305 |
| Interquartile range (IQR) | 6.2529068 |
Descriptive statistics
| Standard deviation | 4.021796553 |
|---|---|
| Coefficient of variation (CV) | 0.01354629571 |
| Kurtosis | -0.6599202761 |
| Mean | 296.8927182 |
| Median Absolute Deviation (MAD) | 3.1482239 |
| Skewness | -0.5493110957 |
| Sum | 14179596.22 |
| Variance | 16.17484751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 295.1131897 | 14 | < 0.1% |
| 301.7236938 | 14 | < 0.1% |
| 297.4156189 | 14 | < 0.1% |
| 300.4446411 | 14 | < 0.1% |
| 301.4129639 | 13 | < 0.1% |
| 301.6558533 | 13 | < 0.1% |
| 301.7009583 | 13 | < 0.1% |
| 297.8077087 | 13 | < 0.1% |
| 294.4785767 | 13 | < 0.1% |
| 301.5153809 | 13 | < 0.1% |
| Other values (21882) | 47626 |
| Value | Count | Frequency (%) |
| 285.4266663 | 2 | |
| 285.5314636 | 2 | |
| 285.5333252 | 2 | |
| 285.5787659 | 2 | |
| 285.6168823 | 2 | |
| 285.7269287 | 2 | |
| 285.743866 | 2 | |
| 285.7582092 | 2 | |
| 285.760376 | 2 | |
| 285.7694092 | 2 |
| Value | Count | Frequency (%) |
| 304.3641968 | 4 | |
| 304.2073669 | 4 | |
| 304.2069702 | 4 | |
| 304.1712036 | 4 | |
| 304.144043 | 4 | |
| 304.1395264 | 4 | |
| 304.006134 | 4 | |
| 303.9963989 | 4 | |
| 303.9719238 | 1 | < 0.1% |
| 303.9342041 | 1 | < 0.1% |
| Distinct | 22535 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.5228818 |
| Minimum | 63.33520508 |
|---|---|
| Maximum | 328.1236877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 63.33520508 |
|---|---|
| 5-th percentile | 70.62041474 |
| Q1 | 101.8364868 |
| median | 133.7729797 |
| Q3 | 162.6830597 |
| 95-th percentile | 209.1255181 |
| Maximum | 328.1236877 |
| Range | 264.7884826 |
| Interquartile range (IQR) | 60.8465729 |
Descriptive statistics
| Standard deviation | 42.51809578 |
|---|---|
| Coefficient of variation (CV) | 0.3137337046 |
| Kurtosis | 0.4825892466 |
| Mean | 135.5228818 |
| Median Absolute Deviation (MAD) | 30.70470045 |
| Skewness | 0.5595417999 |
| Sum | 6472572.837 |
| Variance | 1807.788469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 166.807251 | 12 | < 0.1% |
| 75.45709229 | 12 | < 0.1% |
| 224.9896698 | 12 | < 0.1% |
| 164.4430237 | 12 | < 0.1% |
| 102.9277649 | 12 | < 0.1% |
| 103.980423 | 12 | < 0.1% |
| 103.3119354 | 12 | < 0.1% |
| 167.706131 | 12 | < 0.1% |
| 102.1185837 | 12 | < 0.1% |
| 168.5545654 | 12 | < 0.1% |
| Other values (22525) | 47640 |
| Value | Count | Frequency (%) |
| 63.33520508 | 2 | |
| 63.37696075 | 2 | |
| 63.39442444 | 2 | |
| 63.41023636 | 2 | |
| 63.41044617 | 2 | |
| 63.43893433 | 2 | |
| 63.44672012 | 2 | |
| 63.45798874 | 2 | |
| 63.466259 | 2 | |
| 63.46786499 | 2 |
| Value | Count | Frequency (%) |
| 328.1236877 | 6 | |
| 327.9498901 | 6 | |
| 327.6767578 | 6 | |
| 327.3274536 | 6 | |
| 326.8911133 | 6 | |
| 325.7973328 | 6 | |
| 325.6194153 | 6 | |
| 325.3443604 | 6 | |
| 325.1965637 | 6 | |
| 324.9603882 | 6 |
| Distinct | 21880 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12291.61773 |
| Minimum | 11718.24902 |
|---|---|
| Maximum | 12511.0332 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 11718.24902 |
|---|---|
| 5-th percentile | 12013.43804 |
| Q1 | 12229.98242 |
| median | 12321.94629 |
| Q3 | 12391.46094 |
| 95-th percentile | 12440.08203 |
| Maximum | 12511.0332 |
| Range | 792.78418 |
| Interquartile range (IQR) | 161.47852 |
Descriptive statistics
| Standard deviation | 130.9269218 |
|---|---|
| Coefficient of variation (CV) | 0.01065172418 |
| Kurtosis | 1.195862407 |
| Mean | 12291.61773 |
| Median Absolute Deviation (MAD) | 78.0625 |
| Skewness | -1.187312195 |
| Sum | 587047662.6 |
| Variance | 17141.85884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12347.04199 | 15 | < 0.1% |
| 12401.80176 | 15 | < 0.1% |
| 12277.4668 | 15 | < 0.1% |
| 12125.39844 | 15 | < 0.1% |
| 12343.59668 | 15 | < 0.1% |
| 12409.54883 | 14 | < 0.1% |
| 12402.0293 | 14 | < 0.1% |
| 12254.8418 | 13 | < 0.1% |
| 12379.09473 | 12 | < 0.1% |
| 12255.88281 | 12 | < 0.1% |
| Other values (21870) | 47620 |
| Value | Count | Frequency (%) |
| 11718.24902 | 1 | |
| 11723.4873 | 1 | |
| 11727.39648 | 1 | |
| 11728.55078 | 1 | |
| 11732.35352 | 1 | |
| 11733.71777 | 1 | |
| 11736.58301 | 1 | |
| 11737.16211 | 1 | |
| 11738.85449 | 1 | |
| 11741.31543 | 1 |
| Value | Count | Frequency (%) |
| 12511.0332 | 4 | |
| 12510.79395 | 4 | |
| 12510.70508 | 4 | |
| 12510.44727 | 4 | |
| 12509.96094 | 4 | |
| 12509.36133 | 4 | |
| 12508.94336 | 4 | |
| 12508.56348 | 4 | |
| 12508.42676 | 4 | |
| 12507.81836 | 4 |
| Distinct | 21964 |
|---|---|
| Distinct (%) | 46.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.37813712 |
| Minimum | 62.43359375 |
|---|---|
| Maximum | 67.13165283 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 62.43359375 |
|---|---|
| 5-th percentile | 63.47643661 |
| Q1 | 64.6577282 |
| median | 65.47276306 |
| Q3 | 66.32779694 |
| 95-th percentile | 66.69106522 |
| Maximum | 67.13165283 |
| Range | 4.69805908 |
| Interquartile range (IQR) | 1.67006874 |
Descriptive statistics
| Standard deviation | 1.041088621 |
|---|---|
| Coefficient of variation (CV) | 0.01592410961 |
| Kurtosis | -0.7411904786 |
| Mean | 65.37813712 |
| Median Absolute Deviation (MAD) | 0.84510803 |
| Skewness | -0.499583058 |
| Sum | 3122459.829 |
| Variance | 1.083865517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66.51538849 | 21 | < 0.1% |
| 66.62760925 | 16 | < 0.1% |
| 64.8764267 | 15 | < 0.1% |
| 65.48105621 | 14 | < 0.1% |
| 65.90711975 | 13 | < 0.1% |
| 65.47848511 | 13 | < 0.1% |
| 66.50953674 | 13 | < 0.1% |
| 66.6187973 | 13 | < 0.1% |
| 65.48562622 | 13 | < 0.1% |
| 65.48426056 | 13 | < 0.1% |
| Other values (21954) | 47616 |
| Value | Count | Frequency (%) |
| 62.43359375 | 2 | |
| 62.45112991 | 2 | |
| 62.45474243 | 2 | |
| 62.45797729 | 2 | |
| 62.47881699 | 2 | |
| 62.48536301 | 2 | |
| 62.49304581 | 2 | |
| 62.49851227 | 2 | |
| 62.50712204 | 2 | |
| 62.50876617 | 2 |
| Value | Count | Frequency (%) |
| 67.13165283 | 1 | < 0.1% |
| 67.12543488 | 1 | < 0.1% |
| 67.11737061 | 1 | < 0.1% |
| 67.10317993 | 4 | |
| 67.06874847 | 1 | < 0.1% |
| 67.06746674 | 1 | < 0.1% |
| 67.06671906 | 4 | |
| 67.06602478 | 1 | < 0.1% |
| 67.05557251 | 4 | |
| 67.05528259 | 1 | < 0.1% |
time
Real number (ℝ≥0)
| Distinct | 188 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20023933.29 |
| Minimum | 19960609 |
|---|---|
| Maximum | 20101029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 373.2 KiB |
Quantile statistics
| Minimum | 19960609 |
|---|---|
| 5-th percentile | 19970814 |
| Q1 | 20000906 |
| median | 20011207 |
| Q3 | 20040819 |
| 95-th percentile | 20100830 |
| Maximum | 20101029 |
| Range | 140420 |
| Interquartile range (IQR) | 39913 |
Descriptive statistics
| Standard deviation | 36588.71087 |
|---|---|
| Coefficient of variation (CV) | 0.00182724894 |
| Kurtosis | -0.30707828 |
| Mean | 20023933.29 |
| Median Absolute Deviation (MAD) | 10589 |
| Skewness | 0.6861266075 |
| Sum | 9.563430538 × 1011 |
| Variance | 1338733763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20000906 | 1440 | 3.0% |
| 20011207 | 1080 | 2.3% |
| 20020622 | 1080 | 2.3% |
| 20021117 | 1080 | 2.3% |
| 20010722 | 720 | 1.5% |
| 20010303 | 720 | 1.5% |
| 20010712 | 720 | 1.5% |
| 20001220 | 720 | 1.5% |
| 20000417 | 720 | 1.5% |
| 20011029 | 600 | 1.3% |
| Other values (178) | 38880 |
| Value | Count | Frequency (%) |
| 19960609 | 120 | 0.3% |
| 19960711 | 120 | 0.3% |
| 19960718 | 360 | |
| 19960901 | 240 | |
| 19960912 | 120 | 0.3% |
| 19960926 | 240 | |
| 19961003 | 240 | |
| 19970601 | 120 | 0.3% |
| 19970602 | 120 | 0.3% |
| 19970605 | 120 | 0.3% |
| Value | Count | Frequency (%) |
| 20101029 | 120 | 0.3% |
| 20101022 | 240 | |
| 20101019 | 240 | |
| 20101010 | 360 | |
| 20101009 | 240 | |
| 20100925 | 480 | |
| 20100909 | 240 | |
| 20100830 | 480 | |
| 20100705 | 240 | |
| 20100702 | 120 | 0.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 373.2 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 2002 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 37535 | |
| 2 | 8223 | 17.2% |
| 1 | 2002 | 4.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 37535 | |
| 2 | 8223 | 17.2% |
| 1 | 2002 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| S.No | lat | lon | TMQ | U850 | V850 | UBOT | VBOT | QREFHT | PS | PSL | T200 | T500 | PRECT | TS | TREFHT | Z1000 | Z200 | ZBOT | time | LABELS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | -24.758801 | 242.1875 | 16.019615 | -4.391696 | 4.777769 | -6.388222 | 7.725320 | 0.010277 | 102326.2344 | 102326.2344 | 221.594223 | 261.823212 | 6.660000e-09 | 295.622253 | 293.301514 | 197.698624 | 12234.78809 | 64.372635 | 20030804 | 0 |
| 1 | 1 | 23.820078 | 277.8125 | 47.802036 | 8.623652 | 9.308566 | 4.596105 | 9.938286 | 0.018531 | 100803.1094 | 100803.1094 | 220.343719 | 269.106720 | 3.670000e-16 | 302.496826 | 302.654083 | 71.571518 | 12463.97266 | 66.834389 | 20071006 | 1 |
| 2 | 2 | 23.820078 | 276.8750 | 11.556691 | -2.483993 | -6.009627 | -3.503036 | -5.921963 | 0.007468 | 101885.3906 | 101885.3906 | 215.933487 | 259.610718 | 0.000000e+00 | 299.854919 | 293.339996 | 160.414246 | 12099.36133 | 64.209663 | 20020331 | 0 |
| 3 | 3 | 13.494133 | 253.1250 | 53.186630 | 0.150933 | -1.319407 | 3.757741 | -2.172120 | 0.018809 | 100824.6328 | 100824.6328 | 218.457672 | 267.374329 | 9.800000e-08 | 301.606934 | 299.973450 | 72.840614 | 12379.26855 | 66.243294 | 20000906 | 0 |
| 4 | 4 | -24.524120 | 241.2500 | 23.353998 | -7.467506 | -5.113565 | -9.545109 | -4.691221 | 0.011672 | 102553.8984 | 102553.8984 | 214.316605 | 263.575409 | 6.410000e-09 | 295.819488 | 295.101257 | 218.449570 | 12261.22656 | 64.876427 | 20000906 | 0 |
| 5 | 5 | -24.524120 | 241.5625 | 43.424503 | 10.390884 | -10.737404 | 2.822728 | -11.261213 | 0.014424 | 101099.9375 | 101099.9375 | 215.881454 | 264.098419 | 5.650000e-08 | 296.483215 | 296.177185 | 95.622093 | 12237.61719 | 65.247345 | 20010919 | 2 |
| 6 | 6 | -24.993481 | 242.1875 | 34.667477 | -1.841543 | 3.988539 | 1.742689 | 6.661032 | 0.013957 | 101552.2656 | 101552.2656 | 213.257233 | 264.075195 | 3.570000e-09 | 299.140747 | 297.297180 | 134.934036 | 12242.46875 | 65.431206 | 20010425 | 0 |
| 7 | 7 | 23.585398 | 277.5000 | 51.990341 | -5.057351 | 0.096988 | -7.096673 | -2.293488 | 0.019915 | 101255.5313 | 101257.5938 | 218.921753 | 267.179718 | 1.580000e-07 | 302.065552 | 300.926056 | 111.313362 | 12418.09668 | 66.488510 | 20101009 | 0 |
| 8 | 8 | -20.769231 | 229.3750 | 32.008644 | -2.976694 | -4.964599 | -7.199704 | -3.851914 | 0.013965 | 101747.2266 | 101747.2266 | 217.324051 | 264.936645 | 1.240000e-08 | 298.445404 | 297.469147 | 151.781250 | 12283.66211 | 65.483292 | 20000724 | 0 |
| 9 | 9 | 23.820078 | 276.8750 | 47.643150 | -8.193987 | -0.793653 | 2.222956 | -2.483554 | 0.014301 | 101641.0391 | 101641.0391 | 219.292892 | 267.657288 | 1.640000e-13 | 302.688385 | 301.619019 | 144.736191 | 12478.61816 | 66.431099 | 20100705 | 0 |
Last rows
| S.No | lat | lon | TMQ | U850 | V850 | UBOT | VBOT | QREFHT | PS | PSL | T200 | T500 | PRECT | TS | TREFHT | Z1000 | Z200 | ZBOT | time | LABELS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47750 | 47750 | 13.494133 | 253.7500 | 44.489532 | -2.837747 | -1.062834 | -3.629961 | -1.991696 | 0.017999 | 100848.6094 | 100848.6094 | 217.623413 | 268.018402 | 7.100000e-10 | 302.839966 | 301.316742 | 75.255516 | 12388.10938 | 66.508980 | 19970618 | 0 |
| 47751 | 47751 | 24.054759 | 276.8750 | 11.962342 | -2.036349 | -6.302435 | -2.934850 | -5.810594 | 0.007507 | 101893.3828 | 101893.3828 | 215.900635 | 259.464813 | 0.000000e+00 | 299.182831 | 293.266144 | 161.093155 | 12091.22559 | 64.212830 | 20020331 | 0 |
| 47752 | 47752 | -24.758801 | 242.1875 | 20.695261 | -5.797799 | 2.092347 | -7.511154 | 2.299705 | 0.010850 | 102363.1797 | 102363.1797 | 216.352249 | 260.507324 | 8.520000e-09 | 295.336456 | 293.732147 | 201.262543 | 12186.22070 | 64.528435 | 19971012 | 0 |
| 47753 | 47753 | 22.177314 | 244.6875 | 43.795490 | 0.755373 | -1.218350 | 0.056844 | -5.967485 | 0.014017 | 101054.1016 | 101054.1016 | 218.485275 | 268.066711 | 4.710000e-15 | 298.962891 | 297.149109 | 91.877525 | 12408.94727 | 65.409462 | 20000906 | 0 |
| 47754 | 47754 | 13.024772 | 253.4375 | 53.848255 | 10.059551 | -0.746791 | 9.813080 | 1.184948 | 0.019498 | 100899.0000 | 100899.0000 | 218.412170 | 266.822144 | 2.430000e-07 | 302.068481 | 300.820374 | 79.624161 | 12387.60742 | 66.427940 | 20041003 | 0 |
| 47755 | 47755 | -30.625815 | 353.4375 | 14.680613 | 3.153518 | 4.250256 | -0.406992 | 3.480553 | 0.008333 | 102109.4844 | 102109.4844 | 213.804184 | 259.846222 | 2.470000e-09 | 291.791870 | 290.141663 | 177.677322 | 12058.16016 | 63.678669 | 20001106 | 2 |
| 47756 | 47756 | -24.993481 | 242.1875 | 29.540585 | 9.181329 | -0.369805 | 7.125068 | -5.466469 | 0.013645 | 101734.2813 | 101734.2813 | 213.867416 | 263.996307 | 2.620000e-09 | 296.322327 | 296.220642 | 150.108871 | 12272.25781 | 65.238327 | 20010712 | 2 |
| 47757 | 47757 | -30.625815 | 353.4375 | 20.991110 | 7.709649 | -6.284292 | 3.702500 | -7.359541 | 0.010529 | 101800.8516 | 101800.8516 | 216.394852 | 264.192566 | 4.240000e-09 | 290.757996 | 290.736847 | 152.666443 | 12232.26953 | 63.929737 | 20011029 | 0 |
| 47758 | 47758 | 23.585398 | 276.5625 | 45.689816 | -3.018448 | 0.280351 | -6.938124 | 0.681055 | 0.020653 | 101641.2266 | 101641.2266 | 217.026199 | 265.778900 | 8.620000e-08 | 302.751862 | 301.542786 | 145.255554 | 12404.29297 | 66.656548 | 20020712 | 0 |
| 47759 | 47759 | 24.054759 | 276.8750 | 49.550251 | -2.582931 | -0.844238 | -6.318487 | -1.986166 | 0.017553 | 101374.0859 | 101374.0859 | 217.422790 | 265.335571 | 2.270000e-08 | 301.325226 | 300.146851 | 121.040375 | 12352.48535 | 66.221062 | 20081012 | 0 |